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CG
2010
Springer
15 years 4 months ago
A Principled Method for Exploiting Opening Books
We used in the past a lot of computational power and human expertise for having a very big dataset of good 9x9 Go games, in order to build an opening book. We improved a lot the al...
Romaric Gaudel, Jean-Baptiste Hoock, Julien Perez,...
CLOUDCOM
2010
Springer
15 years 4 months ago
A Comparison and Critique of Eucalyptus, OpenNebula and Nimbus
Eucalyptus, OpenNebula and Nimbus are three major open-source cloud-computing software platforms. The overall function of these systems is to manage the provisioning of virtual ma...
Peter Sempolinski, Douglas Thain
186
Voted
ISDA
2010
IEEE
15 years 4 months ago
Comparing SVM ensembles for imbalanced datasets
Real life datasets often suffer from the problem of class imbalance, which thwarts supervised learning process. In such data sets examples of positive (minority) class are signific...
Vasudha Bhatnagar, Manju Bhardwaj, Ashish Mahabal
153
Voted
PKDD
2010
Springer
164views Data Mining» more  PKDD 2010»
15 years 4 months ago
Complexity Bounds for Batch Active Learning in Classification
Active learning [1] is a branch of Machine Learning in which the learning algorithm, instead of being directly provided with pairs of problem instances and their solutions (their l...
Philippe Rolet, Olivier Teytaud
162
Voted
SP
2010
IEEE
181views Security Privacy» more  SP 2010»
15 years 4 months ago
SCiFI - A System for Secure Face Identification
Abstract--We introduce SCiFI, a system for Secure Computation of Face Identification. The system performs face identification which compares faces of subjects with a database of re...
Margarita Osadchy, Benny Pinkas, Ayman Jarrous, Bo...